Physionet Data Challenge 2019

Dataset statistics

Number of variables	44
Number of observations	20000
Missing cells	286735
Missing cells (%)	32.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.7 MiB
Average record size in memory	352.0 B

Variable types

Numeric	39
Categorical	5

Alerts

`SBP` is highly correlated with `MAP` and 1 other fields	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `SBP` and 1 other fields	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`SBP` is highly correlated with `MAP` and 1 other fields	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `SBP` and 1 other fields	High correlation
`BaseExcess` is highly correlated with `HCO3` and 1 other fields	High correlation
`HCO3` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`pH` is highly correlated with `BaseExcess` and 1 other fields	High correlation
`BUN` is highly correlated with `Creatinine` and 1 other fields	High correlation
`Creatinine` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Phosphate` is highly correlated with `BUN` and 1 other fields	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`SBP` is highly correlated with `MAP`	High correlation
`MAP` is highly correlated with `SBP` and 1 other fields	High correlation
`DBP` is highly correlated with `MAP`	High correlation
`BaseExcess` is highly correlated with `HCO3`	High correlation
`HCO3` is highly correlated with `BaseExcess`	High correlation
`BUN` is highly correlated with `Creatinine`	High correlation
`Creatinine` is highly correlated with `BUN`	High correlation
`Bilirubin_direct` is highly correlated with `Bilirubin_total`	High correlation
`Bilirubin_total` is highly correlated with `Bilirubin_direct`	High correlation
`Hct` is highly correlated with `Hgb`	High correlation
`Hgb` is highly correlated with `Hct`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`EtCO2` has 16784 (83.9%) missing values	Missing
`BaseExcess` has 19442 (97.2%) missing values	Missing
`HCO3` has 19584 (97.9%) missing values	Missing
`FiO2` has 14178 (70.9%) missing values	Missing
`pH` has 14246 (71.2%) missing values	Missing
`PaCO2` has 14221 (71.1%) missing values	Missing
`SaO2` has 14875 (74.4%) missing values	Missing
`AST` has 11536 (57.7%) missing values	Missing
`BUN` has 1591 (8.0%) missing values	Missing
`Alkalinephos` has 11530 (57.6%) missing values	Missing
`Calcium` has 1550 (7.8%) missing values	Missing
`Chloride` has 18383 (91.9%) missing values	Missing
`Creatinine` has 1588 (7.9%) missing values	Missing
`Bilirubin_direct` has 18529 (92.6%) missing values	Missing
`Glucose` has 1173 (5.9%) missing values	Missing
`Lactate` has 15240 (76.2%) missing values	Missing
`Magnesium` has 3543 (17.7%) missing values	Missing
`Phosphate` has 8365 (41.8%) missing values	Missing
`Potassium` has 1434 (7.2%) missing values	Missing
`Bilirubin_total` has 11522 (57.6%) missing values	Missing
`TroponinI` has 13436 (67.2%) missing values	Missing
`Hct` has 1953 (9.8%) missing values	Missing
`Hgb` has 1941 (9.7%) missing values	Missing
`PTT` has 15602 (78.0%) missing values	Missing
`WBC` has 2000 (10.0%) missing values	Missing
`Fibrinogen` has 18052 (90.3%) missing values	Missing
`Platelets` has 1992 (10.0%) missing values	Missing
`Unit1` has 6095 (30.5%) missing values	Missing
`Unit2` has 6095 (30.5%) missing values	Missing
`FiO2` is highly skewed (γ1 = -50.73903075)	Skewed
`PatientID` is uniformly distributed	Uniform
`PatientID` has unique values	Unique
`HospAdmTime` has 1145 (5.7%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:24:57.310969
Analysis finished	2021-11-29 10:25:07.140818
Duration	9.83 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	20000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110000.5

Minimum	100001
Maximum	120000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	100001
5-th percentile	101000.95
Q1	105000.75
median	110000.5
Q3	115000.25
95-th percentile	119000.05
Maximum	120000
Range	19999
Interquartile range (IQR)	9999.5

Descriptive statistics

Standard deviation	5773.647028
Coefficient of variation (CV)	0.05248746167
Kurtosis	-1.2
Mean	110000.5
Median Absolute Deviation (MAD)	5000
Skewness	0
Sum	2200010000
Variance	33335000
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100001	1	< 0.1%
113331	1	< 0.1%
113338	1	< 0.1%
113337	1	< 0.1%
113336	1	< 0.1%
113335	1	< 0.1%
113334	1	< 0.1%
113333	1	< 0.1%
113332	1	< 0.1%
113330	1	< 0.1%
Other values (19990)	19990	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100001	1	< 0.1%
100002	1	< 0.1%
100003	1	< 0.1%
100004	1	< 0.1%
100005	1	< 0.1%
100006	1	< 0.1%
100007	1	< 0.1%
100008	1	< 0.1%
100009	1	< 0.1%
100010	1	< 0.1%

Value	Count	Frequency (%)
120000	1	< 0.1%
119999	1	< 0.1%
119998	1	< 0.1%
119997	1	< 0.1%
119996	1	< 0.1%
119995	1	< 0.1%
119994	1	< 0.1%
119993	1	< 0.1%
119992	1	< 0.1%
119991	1	< 0.1%

HR
Real number (ℝ_≥0)

Distinct	197
Distinct (%)	1.0%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	69.45094019

Minimum	20
Maximum	154.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	48
Q1	60
median	68
Q3	78
95-th percentile	94
Maximum	154.5
Range	134.5
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	14.23210391
Coefficient of variation (CV)	0.2049231281
Kurtosis	0.5554990009
Mean	69.45094019
Median Absolute Deviation (MAD)	9
Skewness	0.4629014619
Sum	1388741
Variance	202.5527818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	823	4.1%
68	676	3.4%
62	672	3.4%
70	643	3.2%
66	606	3.0%
64	592	3.0%
58	561	2.8%
80	535	2.7%
74	529	2.6%
72	522	2.6%
Other values (187)	13837	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	3	< 0.1%
21	2	< 0.1%
22	2	< 0.1%
23	1	< 0.1%
23.5	1	< 0.1%
24	1	< 0.1%
25	2	< 0.1%
26	2	< 0.1%
26.5	1	< 0.1%
27	2	< 0.1%

Value	Count	Frequency (%)
154.5	1	< 0.1%
146	1	< 0.1%
136	1	< 0.1%
134	1	< 0.1%
133.5	1	< 0.1%
133	1	< 0.1%
132.5	1	< 0.1%
132	2	< 0.1%
130	3	< 0.1%
128.5	1	< 0.1%

O2Sat
Real number (ℝ_≥0)

Distinct	125
Distinct (%)	0.6%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	91.8326748

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	82.5
Q1	91
median	93
Q3	95
95-th percentile	98
Maximum	100
Range	80
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	6.728730914
Coefficient of variation (CV)	0.07327164246
Kurtosis	34.74170797
Mean	91.8326748
Median Absolute Deviation (MAD)	2
Skewness	-4.726614861
Sum	1836102.5
Variance	45.27581971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	2162	10.8%
93	2161	10.8%
92	2152	10.8%
95	2018	10.1%
96	1666	8.3%
91	1616	8.1%
90	1372	6.9%
97	1183	5.9%
89	650	3.2%
98	639	3.2%
Other values (115)	4375	21.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	12	0.1%
21	4	< 0.1%
22	4	< 0.1%
23	3	< 0.1%
24	6	< 0.1%
26	3	< 0.1%
27	1	< 0.1%
28	2	< 0.1%
29	3	< 0.1%
30	3	< 0.1%

Value	Count	Frequency (%)
100	183	0.9%
99.5	26	0.1%
99	323	1.6%
98.5	38	0.2%
98	639	3.2%
97.5	77	0.4%
97	1183	5.9%
96.5	98	0.5%
96	1666	8.3%
95.5	119	0.6%

Temp
Real number (ℝ_≥0)

Distinct	136
Distinct (%)	0.7%
Missing	49
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	36.0829808

Minimum	30
Maximum	39.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	30
5-th percentile	35.15
Q1	35.8
median	36.1
Q3	36.5
95-th percentile	37
Maximum	39.2
Range	9.2
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	0.6146643085
Coefficient of variation (CV)	0.01703474311
Kurtosis	9.011881438
Mean	36.0829808
Median Absolute Deviation (MAD)	0.3
Skewness	-1.324003618
Sum	719891.55
Variance	0.3778122121
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	2163	10.8%
36.4	1415	7.1%
36.2	1399	7.0%
36.5	1320	6.6%
36.3	1304	6.5%
36.1	1258	6.3%
35.9	1142	5.7%
35.8	1039	5.2%
36.6	961	4.8%
35.6	920	4.6%
Other values (126)	7030	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	3	< 0.1%
30.1	1	< 0.1%
30.4	1	< 0.1%
30.5	2	< 0.1%
30.6	1	< 0.1%
30.8	1	< 0.1%
30.9	2	< 0.1%
31.2	1	< 0.1%
31.25	1	< 0.1%
31.3	1	< 0.1%

Value	Count	Frequency (%)
39.2	1	< 0.1%
39.1	1	< 0.1%
38.8	3	< 0.1%
38.7	3	< 0.1%
38.6	1	< 0.1%
38.5	2	< 0.1%
38.4	3	< 0.1%
38.3	5	< 0.1%
38.2	4	< 0.1%
38.1	7	< 0.1%

SBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	272
Distinct (%)	1.4%
Missing	24
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	98.92293402

Minimum	20
Maximum	183
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	73
Q1	87
median	97
Q3	110
95-th percentile	131
Maximum	183
Range	163
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	17.89705432
Coefficient of variation (CV)	0.1809191619
Kurtosis	0.8313712617
Mean	98.92293402
Median Absolute Deviation (MAD)	11
Skewness	0.239846158
Sum	1976084.53
Variance	320.3045533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	540	2.7%
92	530	2.6%
94	525	2.6%
96	495	2.5%
91	479	2.4%
100	477	2.4%
98	469	2.3%
102	445	2.2%
93	445	2.2%
86	443	2.2%
Other values (262)	15128	75.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	4	< 0.1%
21	2	< 0.1%
22	5	< 0.1%
24	4	< 0.1%
25	4	< 0.1%
27	1	< 0.1%
28	1	< 0.1%
29	1	< 0.1%
30	4	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
183	1	< 0.1%
171	1	< 0.1%
168	1	< 0.1%
167	3	< 0.1%
166	1	< 0.1%
165	5	< 0.1%
164	4	< 0.1%
163.5	1	< 0.1%
163	5	< 0.1%
162	1	< 0.1%

MAP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	177
Distinct (%)	0.9%
Missing	102
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	68.7824907

Minimum	30
Maximum	140
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	30
5-th percentile	50
Q1	60
median	67
Q3	76
95-th percentile	92
Maximum	140
Range	110
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	12.80219302
Coefficient of variation (CV)	0.1861257551
Kurtosis	0.8476084219
Mean	68.7824907
Median Absolute Deviation (MAD)	8
Skewness	0.4956551988
Sum	1368634
Variance	163.8961461
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	775	3.9%
62	761	3.8%
68	699	3.5%
66	680	3.4%
70	670	3.4%
60	657	3.3%
61	644	3.2%
65	641	3.2%
63	632	3.2%
67	613	3.1%
Other values (167)	13126	65.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	10	0.1%
31	15	0.1%
32	18	0.1%
33	18	0.1%
34	9	< 0.1%
34.5	2	< 0.1%
35	12	0.1%
35.5	1	< 0.1%
36	27	0.1%
36.5	3	< 0.1%

Value	Count	Frequency (%)
140	1	< 0.1%
136	1	< 0.1%
130	1	< 0.1%
129	2	< 0.1%
126	1	< 0.1%
125	1	< 0.1%
124	1	< 0.1%
123	1	< 0.1%
122.5	2	< 0.1%
122	2	< 0.1%

DBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	160
Distinct (%)	0.8%
Missing	27
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	51.84656737

Minimum	20
Maximum	109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	35
Q1	45
median	51
Q3	58
95-th percentile	70
Maximum	109
Range	89
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	10.49105356
Coefficient of variation (CV)	0.2023480838
Kurtosis	0.7413570725
Mean	51.84656737
Median Absolute Deviation (MAD)	6
Skewness	0.2899518895
Sum	1035531.49
Variance	110.0622048
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	1044	5.2%
52	923	4.6%
51	864	4.3%
56	776	3.9%
54	775	3.9%
55	767	3.8%
53	767	3.8%
48	759	3.8%
46	695	3.5%
44	645	3.2%
Other values (150)	11958	59.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	17	0.1%
20.5	3	< 0.1%
21	15	0.1%
21.5	5	< 0.1%
22	17	0.1%
23	19	0.1%
23.5	2	< 0.1%
24	31	0.2%
24.5	1	< 0.1%
25	31	0.2%

Value	Count	Frequency (%)
109	1	< 0.1%
105	1	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95	4	< 0.1%
94	2	< 0.1%
93	3	< 0.1%
92.5	1	< 0.1%
92	1	< 0.1%
91.5	1	< 0.1%

Resp
Real number (ℝ_≥0)

Distinct	59
Distinct (%)	0.3%
Missing	43
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	13.07446009

Minimum	1
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	11
median	13
Q3	15.5
95-th percentile	18
Maximum	35
Range	34
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.497854282
Coefficient of variation (CV)	0.2675333634
Kurtosis	2.295771055
Mean	13.07446009
Median Absolute Deviation (MAD)	2
Skewness	-0.4229964857
Sum	260927
Variance	12.23498458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	3400	17.0%
14	2642	13.2%
16	2519	12.6%
10	2141	10.7%
15	1641	8.2%
11	1408	7.0%
13	1387	6.9%
18	1036	5.2%
17	614	3.1%
9	487	2.4%
Other values (49)	2682	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	227	1.1%
1.5	18	0.1%
2	140	0.7%
2.5	18	0.1%
3	59	0.3%
3.5	10	0.1%
4	44	0.2%
4.5	5	< 0.1%
5	53	0.3%
5.5	7	< 0.1%

Value	Count	Frequency (%)
35	2	< 0.1%
34	2	< 0.1%
32	3	< 0.1%
31	2	< 0.1%
30	3	< 0.1%
29	3	< 0.1%
28	6	< 0.1%
27.5	1	< 0.1%
27	2	< 0.1%
26.5	1	< 0.1%

EtCO2
Real number (ℝ_≥0)

MISSING

Distinct	91
Distinct (%)	2.8%
Missing	16784
Missing (%)	83.9%
Infinite	0
Infinite (%)	0.0%
Mean	28.01912313

Minimum	10
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	10
5-th percentile	12
Q1	22
median	28
Q3	33
95-th percentile	39.5
Maximum	100
Range	90
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	11.00698314
Coefficient of variation (CV)	0.3928382442
Kurtosis	16.56850982
Mean	28.01912313
Median Absolute Deviation (MAD)	5.5
Skewness	2.812296261
Sum	90109.5
Variance	121.1536777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	155	0.8%
28	145	0.7%
32	130	0.7%
24	128	0.6%
29	128	0.6%
26	123	0.6%
31	121	0.6%
27	113	0.6%
34	111	0.6%
25	109	0.5%
Other values (81)	1953	9.8%
(Missing)	16784	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	75	0.4%
10.5	13	0.1%
11	31	0.2%
11.5	8	< 0.1%
12	42	0.2%
12.5	9	< 0.1%
13	40	0.2%
13.5	10	0.1%
14	31	0.2%
14.5	11	0.1%

Value	Count	Frequency (%)
100	7	< 0.1%
99	4	< 0.1%
98	6	< 0.1%
97	9	< 0.1%
96	3	< 0.1%
95	1	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	4	< 0.1%
86	1	< 0.1%

BaseExcess
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	206
Distinct (%)	36.9%
Missing	19442
Missing (%)	97.2%
Infinite	0
Infinite (%)	0.0%
Mean	-3.851164875

Minimum	-23.2
Maximum	9.1
Zeros	1
Zeros (%)	< 0.1%
Negative	467
Negative (%)	2.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-23.2
5-th percentile	-11.1
Q1	-5.975
median	-3.7
Q3	-1.3
95-th percentile	3.015
Maximum	9.1
Range	32.3
Interquartile range (IQR)	4.675

Descriptive statistics

Standard deviation	4.310255972
Coefficient of variation (CV)	-1.119208373
Kurtosis	1.622403723
Mean	-3.851164875
Median Absolute Deviation (MAD)	2.4
Skewness	-0.4472885894
Sum	-2148.95
Variance	18.57830654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.4	11	0.1%
-3.9	10	0.1%
-4.5	9	< 0.1%
-3	8	< 0.1%
-1.7	8	< 0.1%
-2.6	8	< 0.1%
-2.5	8	< 0.1%
-3.7	8	< 0.1%
-2.4	8	< 0.1%
-2.8	8	< 0.1%
Other values (196)	472	2.4%
(Missing)	19442	97.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-23.2	1	< 0.1%
-21.2	1	< 0.1%
-18.25	1	< 0.1%
-17.4	1	< 0.1%
-16.6	1	< 0.1%
-16	1	< 0.1%
-15.8	1	< 0.1%
-15.1	1	< 0.1%
-15	1	< 0.1%
-14.8	1	< 0.1%

Value	Count	Frequency (%)
9.1	1	< 0.1%
9	1	< 0.1%
7.95	1	< 0.1%
7.6	2	< 0.1%
6.8	1	< 0.1%
6.3	1	< 0.1%
5.7	1	< 0.1%
5.5	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%

HCO3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	166
Distinct (%)	39.9%
Missing	19584
Missing (%)	97.9%
Infinite	0
Infinite (%)	0.0%
Mean	22.18509615

Minimum	7.7
Maximum	32.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	7.7
5-th percentile	16.9
Q1	20.4
median	22.2
Q3	24.2125
95-th percentile	27.9
Maximum	32.4
Range	24.7
Interquartile range (IQR)	3.8125

Descriptive statistics

Standard deviation	3.499780577
Coefficient of variation (CV)	0.1577536808
Kurtosis	1.392533606
Mean	22.18509615
Median Absolute Deviation (MAD)	2
Skewness	-0.2309924944
Sum	9229
Variance	12.24846409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.4	10	0.1%
22	9	< 0.1%
22.6	9	< 0.1%
24.8	9	< 0.1%
21.5	9	< 0.1%
23.5	8	< 0.1%
23.2	8	< 0.1%
21.3	8	< 0.1%
22.3	7	< 0.1%
20.7	7	< 0.1%
Other values (156)	332	1.7%
(Missing)	19584	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7.7	1	< 0.1%
8.4	1	< 0.1%
12.45	1	< 0.1%
12.6	1	< 0.1%
13.1	1	< 0.1%
13.3	1	< 0.1%
13.6	1	< 0.1%
13.9	2	< 0.1%
14.1	2	< 0.1%
14.2	1	< 0.1%

Value	Count	Frequency (%)
32.4	1	< 0.1%
32	2	< 0.1%
31.9	1	< 0.1%
30.9	1	< 0.1%
30.6	1	< 0.1%
30.1	1	< 0.1%
29.5	2	< 0.1%
29.4	2	< 0.1%
29.2	1	< 0.1%
29.1	2	< 0.1%

FiO2
Real number (ℝ)

MISSING
SKEWED

Distinct	67
Distinct (%)	1.2%
Missing	14178
Missing (%)	70.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.4056853315

Minimum	-50
Maximum	2
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	156.4 KiB

Quantile statistics

Minimum	-50
5-th percentile	0.21
Q1	0.3
median	0.4
Q3	0.45
95-th percentile	1
Maximum	2
Range	52
Interquartile range (IQR)	0.15

Descriptive statistics

Standard deviation	0.9536206482
Coefficient of variation (CV)	2.350641185
Kurtosis	2681.712423
Mean	0.4056853315
Median Absolute Deviation (MAD)	0.1
Skewness	-50.73903075
Sum	2361.9
Variance	0.9093923408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	2241	11.2%
0.21	719	3.6%
0.5	693	3.5%
0.3	378	1.9%
1	328	1.6%
0.28	294	1.5%
0.35	202	1.0%
0.32	156	0.8%
0.6	145	0.7%
0.36	119	0.6%
Other values (57)	547	2.7%
(Missing)	14178	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-50	2	< 0.1%
0.01	1	< 0.1%
0.02	3	< 0.1%
0.03	1	< 0.1%
0.04	9	< 0.1%
0.05	9	< 0.1%
0.06	13	0.1%
0.08	1	< 0.1%
0.1	1	< 0.1%
0.13	1	< 0.1%

Value	Count	Frequency (%)
2	4	< 0.1%
1.2	1	< 0.1%
1	328	1.6%
0.98	1	< 0.1%
0.95	3	< 0.1%
0.92	1	< 0.1%
0.9	10	0.1%
0.85	4	< 0.1%
0.84	1	< 0.1%
0.82	1	< 0.1%

pH
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	81
Distinct (%)	1.4%
Missing	14246
Missing (%)	71.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.346866528

Minimum	6.71
Maximum	7.61
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	6.71
5-th percentile	7.2
Q1	7.3
median	7.36
Q3	7.4
95-th percentile	7.48
Maximum	7.61
Range	0.9
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.0906618608
Coefficient of variation (CV)	0.01234020796
Kurtosis	4.147079166
Mean	7.346866528
Median Absolute Deviation (MAD)	0.05
Skewness	-1.128063207
Sum	42273.87
Variance	0.008219573004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.38	350	1.8%
7.36	343	1.7%
7.34	321	1.6%
7.32	304	1.5%
7.35	277	1.4%
7.37	277	1.4%
7.4	276	1.4%
7.39	256	1.3%
7.42	242	1.2%
7.33	238	1.2%
Other values (71)	2870	14.3%
(Missing)	14246	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.71	1	< 0.1%
6.72	1	< 0.1%
6.73	1	< 0.1%
6.78	1	< 0.1%
6.81	2	< 0.1%
6.82	1	< 0.1%
6.84	2	< 0.1%
6.85	1	< 0.1%
6.87	2	< 0.1%
6.88	2	< 0.1%

Value	Count	Frequency (%)
7.61	2	< 0.1%
7.6	4	< 0.1%
7.59	3	< 0.1%
7.58	3	< 0.1%
7.57	4	< 0.1%
7.56	9	< 0.1%
7.55	6	< 0.1%
7.54	20	0.1%
7.53	12	0.1%
7.52	25	0.1%

PaCO2
Real number (ℝ_≥0)

MISSING

Distinct	372
Distinct (%)	6.4%
Missing	14221
Missing (%)	71.1%
Infinite	0
Infinite (%)	0.0%
Mean	37.65852224

Minimum	12
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	12
5-th percentile	26
Q1	32
median	36.5
Q3	41.3
95-th percentile	54
Maximum	100
Range	88
Interquartile range (IQR)	9.3

Descriptive statistics

Standard deviation	9.419204372
Coefficient of variation (CV)	0.2501214549
Kurtosis	5.640452899
Mean	37.65852224
Median Absolute Deviation (MAD)	4.5
Skewness	1.638943563
Sum	217628.6
Variance	88.721411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	273	1.4%
36	266	1.3%
38	245	1.2%
35	238	1.2%
32	235	1.2%
37	227	1.1%
40	205	1.0%
33	197	1.0%
39	189	0.9%
31	181	0.9%
Other values (362)	3523	17.6%
(Missing)	14221	71.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	1	< 0.1%
13	1	< 0.1%
15	7	< 0.1%
15.3	1	< 0.1%
16	5	< 0.1%
16.2	1	< 0.1%
16.4	2	< 0.1%
16.7	1	< 0.1%
17	11	0.1%
18	9	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
95	1	< 0.1%
93.4	1	< 0.1%
93	1	< 0.1%
91	1	< 0.1%
89	2	< 0.1%
88.1	1	< 0.1%
88	1	< 0.1%
87	3	< 0.1%
86	1	< 0.1%

SaO2
Real number (ℝ_≥0)

MISSING

Distinct	298
Distinct (%)	5.8%
Missing	14875
Missing (%)	74.4%
Infinite	0
Infinite (%)	0.0%
Mean	95.48681951

Minimum	23
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	23
5-th percentile	88
Q1	94.4
median	96.7
Q3	98.3
95-th percentile	99.4
Maximum	100
Range	77
Interquartile range (IQR)	3.9

Descriptive statistics

Standard deviation	4.919157181
Coefficient of variation (CV)	0.05151660937
Kurtosis	36.07666916
Mean	95.48681951
Median Absolute Deviation (MAD)	1.8
Skewness	-4.524774396
Sum	489369.95
Variance	24.19810737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.8	120	0.6%
99	113	0.6%
98.6	102	0.5%
98.7	98	0.5%
98.2	98	0.5%
97	95	0.5%
99.2	94	0.5%
97.6	92	0.5%
98.4	92	0.5%
97.8	88	0.4%
Other values (288)	4133	20.7%
(Missing)	14875	74.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23	1	< 0.1%
29.1	1	< 0.1%
36.6	1	< 0.1%
45.2	1	< 0.1%
50.3	1	< 0.1%
52.5	1	< 0.1%
54.7	1	< 0.1%
56.6	1	< 0.1%
58.2	1	< 0.1%
58.3	1	< 0.1%

Value	Count	Frequency (%)
100	1	< 0.1%
99.9	30	0.1%
99.8	38	0.2%
99.7	48	0.2%
99.6	54	0.3%
99.55	2	< 0.1%
99.5	64	0.3%
99.45	2	< 0.1%
99.4	71	0.4%
99.3	58	0.3%

AST
Real number (ℝ_≥0)

MISSING

Distinct	542
Distinct (%)	6.4%
Missing	11536
Missing (%)	57.7%
Infinite	0
Infinite (%)	0.0%
Mean	74.53308129

Minimum	5
Maximum	8567
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	5
5-th percentile	12
Q1	18
median	27
Q3	48
95-th percentile	216.85
Maximum	8567
Range	8562
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	280.7648406
Coefficient of variation (CV)	3.766982871
Kurtosis	310.0415639
Mean	74.53308129
Median Absolute Deviation (MAD)	11
Skewness	15.09768056
Sum	630848
Variance	78828.89569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	324	1.6%
20	307	1.5%
16	306	1.5%
19	306	1.5%
18	304	1.5%
21	293	1.5%
15	270	1.4%
22	267	1.3%
14	259	1.3%
24	251	1.3%
Other values (532)	5577	27.9%
(Missing)	11536	57.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	9	< 0.1%
6	8	< 0.1%
7	9	< 0.1%
8	25	0.1%
9	43	0.2%
10	80	0.4%
11	126	0.6%
12	175	0.9%
13	187	0.9%
14	259	1.3%

Value	Count	Frequency (%)
8567	1	< 0.1%
7906	1	< 0.1%
6560	1	< 0.1%
5694	1	< 0.1%
5155	1	< 0.1%
5012	1	< 0.1%
4897	1	< 0.1%
4506	1	< 0.1%
4433	1	< 0.1%
4340	1	< 0.1%

BUN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	167
Distinct (%)	0.9%
Missing	1591
Missing (%)	8.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.24591233

Minimum	1
Maximum	177
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	10
median	15
Q3	22
95-th percentile	51
Maximum	177
Range	176
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	16.02085159
Coefficient of variation (CV)	0.8324287939
Kurtosis	11.64271136
Mean	19.24591233
Median Absolute Deviation (MAD)	6
Skewness	2.836883334
Sum	354298
Variance	256.6676855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	1068	5.3%
13	1066	5.3%
11	1040	5.2%
10	991	5.0%
9	909	4.5%
14	892	4.5%
8	860	4.3%
15	844	4.2%
16	755	3.8%
17	731	3.7%
Other values (157)	9253	46.3%
(Missing)	1591	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	47	0.2%
2	74	0.4%
3	183	0.9%
3.5	1	< 0.1%
4	307	1.5%
4.5	2	< 0.1%
5	438	2.2%
5.5	2	< 0.1%
6	571	2.9%
7	719	3.6%

Value	Count	Frequency (%)
177	1	< 0.1%
173	1	< 0.1%
170	1	< 0.1%
161	1	< 0.1%
157	1	< 0.1%
152	1	< 0.1%
151	1	< 0.1%
149	1	< 0.1%
145	1	< 0.1%
142	1	< 0.1%

Alkalinephos
Real number (ℝ_≥0)

MISSING

Distinct	422
Distinct (%)	5.0%
Missing	11530
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	85.2688902

Minimum	11
Maximum	1650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	11
5-th percentile	32.45
Q1	51
median	67
Q3	94
95-th percentile	189
Maximum	1650
Range	1639
Interquartile range (IQR)	43

Descriptive statistics

Standard deviation	77.18846698
Coefficient of variation (CV)	0.9052359753
Kurtosis	80.63166588
Mean	85.2688902
Median Absolute Deviation (MAD)	19
Skewness	6.819773184
Sum	722227.5
Variance	5958.059435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56	150	0.8%
58	146	0.7%
52	140	0.7%
54	139	0.7%
51	139	0.7%
53	136	0.7%
49	135	0.7%
61	134	0.7%
57	134	0.7%
46	132	0.7%
Other values (412)	7085	35.4%
(Missing)	11530	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	2	< 0.1%
12	1	< 0.1%
13	2	< 0.1%
14	2	< 0.1%
15	5	< 0.1%
16	7	< 0.1%
17	7	< 0.1%
18	6	< 0.1%
19	10	0.1%
20	9	< 0.1%

Value	Count	Frequency (%)
1650	2	< 0.1%
1214	1	< 0.1%
1160	1	< 0.1%
1129	1	< 0.1%
1072	1	< 0.1%
987	1	< 0.1%
972	1	< 0.1%
958	1	< 0.1%
935	1	< 0.1%
928	1	< 0.1%

Calcium
Real number (ℝ_≥0)

MISSING

Distinct	327
Distinct (%)	1.8%
Missing	1550
Missing (%)	7.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.739645528

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1.09
Q1	6.8
median	8.1
Q3	8.6
95-th percentile	9.3
Maximum	27
Range	26
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	3.067395095
Coefficient of variation (CV)	0.455127066
Kurtosis	0.02832909665
Mean	6.739645528
Median Absolute Deviation (MAD)	0.7
Skewness	-1.024280748
Sum	124346.46
Variance	9.408912672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.3	938	4.7%
8.5	921	4.6%
8.2	896	4.5%
8.6	886	4.4%
8.4	885	4.4%
8.1	811	4.1%
8.8	770	3.9%
8.7	768	3.8%
8	725	3.6%
8.9	666	3.3%
Other values (317)	10184	50.9%
(Missing)	1550	7.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	52	0.3%
1.01	55	0.3%
1.02	74	0.4%
1.03	71	0.4%
1.04	93	0.5%
1.05	78	0.4%
1.06	113	0.6%
1.07	108	0.5%
1.08	155	0.8%
1.09	169	0.8%

Value	Count	Frequency (%)
27	1	< 0.1%
25.2	1	< 0.1%
23.7	1	< 0.1%
19	1	< 0.1%
18.8	2	< 0.1%
18.6	3	< 0.1%
18.2	4	< 0.1%
18	2	< 0.1%
17.8	5	< 0.1%
17.6	1	< 0.1%

Chloride
Real number (ℝ_≥0)

MISSING

Distinct	56
Distinct (%)	3.5%
Missing	18383
Missing (%)	91.9%
Infinite	0
Infinite (%)	0.0%
Mean	104.9931973

Minimum	74
Maximum	124
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	74
5-th percentile	96
Q1	103
median	105
Q3	108
95-th percentile	112
Maximum	124
Range	50
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.120541116
Coefficient of variation (CV)	0.04877021796
Kurtosis	3.206393389
Mean	104.9931973
Median Absolute Deviation (MAD)	3
Skewness	-0.8108677937
Sum	169774
Variance	26.21994132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
105	161	0.8%
107	160	0.8%
106	155	0.8%
108	148	0.7%
104	127	0.6%
103	118	0.6%
109	98	0.5%
102	94	0.5%
110	79	0.4%
101	56	0.3%
Other values (46)	421	2.1%
(Missing)	18383	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74	1	< 0.1%
78	1	< 0.1%
80	1	< 0.1%
82	1	< 0.1%
83	2	< 0.1%
85	1	< 0.1%
86	3	< 0.1%
88	5	< 0.1%
89	3	< 0.1%
90	3	< 0.1%

Value	Count	Frequency (%)
124	3	< 0.1%
123	1	< 0.1%
122	1	< 0.1%
120	1	< 0.1%
119	3	< 0.1%
118	4	< 0.1%
117	7	< 0.1%
116	1	< 0.1%
115	7	< 0.1%
114	15	0.1%

Creatinine
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1018
Distinct (%)	5.5%
Missing	1588
Missing (%)	7.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.445464371

Minimum	0.2
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.49
Q1	0.69
median	0.89
Q3	1.26
95-th percentile	5.02
Maximum	25
Range	24.8
Interquartile range (IQR)	0.57

Descriptive statistics

Standard deviation	1.902371228
Coefficient of variation (CV)	1.316096935
Kurtosis	28.92521167
Mean	1.445464371
Median Absolute Deviation (MAD)	0.24
Skewness	4.707814211
Sum	26613.89
Variance	3.619016291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	281	1.4%
0.81	279	1.4%
0.79	275	1.4%
0.82	263	1.3%
0.77	259	1.3%
0.69	258	1.3%
0.73	254	1.3%
0.68	244	1.2%
0.78	242	1.2%
0.72	241	1.2%
Other values (1008)	15816	79.1%
(Missing)	1588	7.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	4	< 0.1%
0.21	1	< 0.1%
0.22	2	< 0.1%
0.23	1	< 0.1%
0.24	1	< 0.1%
0.25	1	< 0.1%
0.27	2	< 0.1%
0.28	5	< 0.1%
0.29	3	< 0.1%
0.3	76	0.4%

Value	Count	Frequency (%)
25	1	< 0.1%
23.83	1	< 0.1%
23.71	1	< 0.1%
23.65	1	< 0.1%
22.96	1	< 0.1%
22.01	1	< 0.1%
21.97	1	< 0.1%
21.46	1	< 0.1%
21.31	1	< 0.1%
21.18	1	< 0.1%

Bilirubin_direct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	158
Distinct (%)	10.7%
Missing	18529
Missing (%)	92.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.6810605031

Minimum	0.01
Maximum	20.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.1
Q1	0.1
median	0.2
Q3	0.4
95-th percentile	2.35
Maximum	20.57
Range	20.56
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	1.918581063
Coefficient of variation (CV)	2.817049373
Kurtosis	58.88859506
Mean	0.6810605031
Median Absolute Deviation (MAD)	0.1
Skewness	7.117946386
Sum	1001.84
Variance	3.680953296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	449	2.2%
0.2	275	1.4%
0.3	125	0.6%
0.4	87	0.4%
0.5	40	0.2%
0.6	33	0.2%
1	23	0.1%
0.7	21	0.1%
1.1	14	0.1%
1.2	13	0.1%
Other values (148)	391	2.0%
(Missing)	18529	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	7	< 0.1%
0.02	4	< 0.1%
0.03	5	< 0.1%
0.04	4	< 0.1%
0.05	6	< 0.1%
0.06	6	< 0.1%
0.07	7	< 0.1%
0.08	4	< 0.1%
0.09	11	0.1%
0.1	449	2.2%

Value	Count	Frequency (%)
20.57	1	< 0.1%
20	2	< 0.1%
19.54	1	< 0.1%
19.08	1	< 0.1%
19.05	1	< 0.1%
18.18	1	< 0.1%
17.4	1	< 0.1%
16.6	1	< 0.1%
15.6	1	< 0.1%
15	1	< 0.1%

Glucose
Real number (ℝ_≥0)

MISSING

Distinct	394
Distinct (%)	2.1%
Missing	1173
Missing (%)	5.9%
Infinite	0
Infinite (%)	0.0%
Mean	101.9483587

Minimum	13
Maximum	409
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	13
5-th percentile	66
Q1	86
median	98
Q3	114
95-th percentile	151
Maximum	409
Range	396
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	27.98982318
Coefficient of variation (CV)	0.2745490318
Kurtosis	8.007447523
Mean	101.9483587
Median Absolute Deviation (MAD)	14
Skewness	1.705717808
Sum	1919381.75
Variance	783.4302018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96	405	2.0%
95	401	2.0%
97	397	2.0%
93	391	2.0%
90	387	1.9%
99	382	1.9%
94	380	1.9%
91	379	1.9%
92	371	1.9%
101	371	1.9%
Other values (384)	14963	74.8%
(Missing)	1173	5.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	< 0.1%
15	1	< 0.1%
16	1	< 0.1%
21	1	< 0.1%
23.5	1	< 0.1%
26	1	< 0.1%
28	2	< 0.1%
29.5	1	< 0.1%
30	23	0.1%
30.5	1	< 0.1%

Value	Count	Frequency (%)
409	1	< 0.1%
389	1	< 0.1%
369.5	1	< 0.1%
367	1	< 0.1%
354	1	< 0.1%
349.5	1	< 0.1%
323	1	< 0.1%
322	1	< 0.1%
300	1	< 0.1%
297	1	< 0.1%

Lactate
Real number (ℝ_≥0)

MISSING

Distinct	493
Distinct (%)	10.4%
Missing	15240
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.765405462

Minimum	0.4
Maximum	19.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.4
5-th percentile	0.7495
Q1	1.07
median	1.41
Q3	1.98
95-th percentile	3.7605
Maximum	19.12
Range	18.72
Interquartile range (IQR)	0.91

Descriptive statistics

Standard deviation	1.383693755
Coefficient of variation (CV)	0.7837824143
Kurtosis	38.8292031
Mean	1.765405462
Median Absolute Deviation (MAD)	0.41
Skewness	5.058561021
Sum	8403.33
Variance	1.914608409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.2	69	0.3%
0.8	63	0.3%
1	61	0.3%
1.1	61	0.3%
0.9	53	0.3%
1.23	49	0.2%
1.3	48	0.2%
0.7	47	0.2%
1.31	44	0.2%
1.4	43	0.2%
Other values (483)	4222	21.1%
(Missing)	15240	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	< 0.1%
0.46	1	< 0.1%
0.5	11	0.1%
0.53	3	< 0.1%
0.54	2	< 0.1%
0.55	2	< 0.1%
0.56	4	< 0.1%
0.57	4	< 0.1%
0.58	1	< 0.1%
0.59	2	< 0.1%

Value	Count	Frequency (%)
19.12	1	< 0.1%
17.75	2	< 0.1%
17.42	1	< 0.1%
16.15	1	< 0.1%
15.94	1	< 0.1%
15	1	< 0.1%
14.44	1	< 0.1%
13.67	1	< 0.1%
13.06	1	< 0.1%
12.98	1	< 0.1%

Magnesium
Real number (ℝ_≥0)

MISSING

Distinct	58
Distinct (%)	0.4%
Missing	3543
Missing (%)	17.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.904144133

Minimum	0.5
Maximum	6.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1.4
Q1	1.7
median	1.9
Q3	2.1
95-th percentile	2.4
Maximum	6.2
Range	5.7
Interquartile range (IQR)	0.4

Descriptive statistics

Standard deviation	0.3193901207
Coefficient of variation (CV)	0.1677342146
Kurtosis	9.487936571
Mean	1.904144133
Median Absolute Deviation (MAD)	0.2
Skewness	1.209795446
Sum	31336.5
Variance	0.1020100492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.9	2741	13.7%
1.8	2459	12.3%
2	2113	10.6%
1.7	1793	9.0%
2.1	1619	8.1%
1.6	1220	6.1%
2.2	1074	5.4%
1.5	733	3.7%
2.3	681	3.4%
1.4	435	2.2%
Other values (48)	1589	7.9%
(Missing)	3543	17.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	2	< 0.1%
0.6	1	< 0.1%
0.7	1	< 0.1%
0.8	6	< 0.1%
0.9	15	0.1%
1	37	0.2%
1.1	66	0.3%
1.2	127	0.6%
1.3	250	1.2%
1.35	1	< 0.1%

Value	Count	Frequency (%)
6.2	1	< 0.1%
6	1	< 0.1%
5.4	1	< 0.1%
5.1	1	< 0.1%
5	1	< 0.1%
4.9	2	< 0.1%
4.8	1	< 0.1%
4.5	1	< 0.1%
4.3	1	< 0.1%
4.2	1	< 0.1%

Phosphate
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	125
Distinct (%)	1.1%
Missing	8365
Missing (%)	41.8%
Infinite	0
Infinite (%)	0.0%
Mean	3.240825097

Minimum	0.6
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.6
5-th percentile	1.5
Q1	2.4
median	3.1
Q3	3.8
95-th percentile	5.5
Maximum	12
Range	11.4
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.282144642
Coefficient of variation (CV)	0.3956229059
Kurtosis	4.757043014
Mean	3.240825097
Median Absolute Deviation (MAD)	0.7
Skewness	1.444106148
Sum	37707
Variance	1.643894884
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	459	2.3%
2.9	454	2.3%
2.8	443	2.2%
3.2	436	2.2%
3.1	433	2.2%
3.4	429	2.1%
3.3	427	2.1%
3.5	417	2.1%
2.5	414	2.1%
2.4	413	2.1%
Other values (115)	7310	36.5%
(Missing)	8365	41.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6	25	0.1%
0.7	16	0.1%
0.8	32	0.2%
0.85	1	< 0.1%
0.9	19	0.1%
1	80	0.4%
1.1	43	0.2%
1.2	76	0.4%
1.3	81	0.4%
1.4	96	0.5%

Value	Count	Frequency (%)
12	6	< 0.1%
11.8	1	< 0.1%
11.7	1	< 0.1%
11.6	1	< 0.1%
11.5	1	< 0.1%
11.4	2	< 0.1%
11.3	1	< 0.1%
11.2	1	< 0.1%
11	1	< 0.1%
10.9	1	< 0.1%

Potassium
Real number (ℝ_≥0)

MISSING

Distinct	242
Distinct (%)	1.3%
Missing	1434
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.804321879

Minimum	1.3
Maximum	9.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1.3
5-th percentile	3
Q1	3.5
median	3.8
Q3	4.1
95-th percentile	4.6
Maximum	9.8
Range	8.5
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.5139251116
Coefficient of variation (CV)	0.1350898079
Kurtosis	6.429641893
Mean	3.804321879
Median Absolute Deviation (MAD)	0.3
Skewness	0.8362609904
Sum	70631.04
Variance	0.2641190203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.8	1666	8.3%
3.7	1662	8.3%
3.9	1571	7.9%
3.6	1537	7.7%
4	1320	6.6%
3.5	1269	6.3%
4.1	1140	5.7%
3.4	1070	5.3%
4.2	872	4.4%
3.3	858	4.3%
Other values (232)	5601	28.0%
(Missing)	1434	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3	3	< 0.1%
1.4	2	< 0.1%
1.5	1	< 0.1%
1.7	2	< 0.1%
1.8	1	< 0.1%
1.9	5	< 0.1%
2	7	< 0.1%
2.1	6	< 0.1%
2.2	15	0.1%
2.3	17	0.1%

Value	Count	Frequency (%)
9.8	1	< 0.1%
9.4	2	< 0.1%
9.2	2	< 0.1%
8.2	1	< 0.1%
7.8	1	< 0.1%
7.6	3	< 0.1%
7.49	1	< 0.1%
7.4	2	< 0.1%
7.2	1	< 0.1%
7.1	1	< 0.1%

Bilirubin_total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	170
Distinct (%)	2.0%
Missing	11522
Missing (%)	57.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.146815287

Minimum	0.1
Maximum	49.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.3
Q1	0.5
median	0.7
Q3	1.1
95-th percentile	2.9
Maximum	49.2
Range	49.1
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	2.09573636
Coefficient of variation (CV)	1.827440203
Kurtosis	138.5951719
Mean	1.146815287
Median Absolute Deviation (MAD)	0.3
Skewness	10.10737183
Sum	9722.7
Variance	4.39211089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6	946	4.7%
0.5	943	4.7%
0.4	869	4.3%
0.7	836	4.2%
0.8	701	3.5%
0.9	539	2.7%
0.3	516	2.6%
1	466	2.3%
1.1	347	1.7%
1.2	260	1.3%
Other values (160)	2055	10.3%
(Missing)	11522	57.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	54	0.3%
0.15	1	< 0.1%
0.2	219	1.1%
0.25	2	< 0.1%
0.3	516	2.6%
0.35	2	< 0.1%
0.4	869	4.3%
0.45	2	< 0.1%
0.5	943	4.7%
0.55	2	< 0.1%

Value	Count	Frequency (%)
49.2	1	< 0.1%
40.3	2	< 0.1%
36.2	1	< 0.1%
34.6	1	< 0.1%
34.3	1	< 0.1%
29.4	1	< 0.1%
29.3	1	< 0.1%
28.2	1	< 0.1%
27.2	1	< 0.1%
27	1	< 0.1%

TroponinI
Real number (ℝ_≥0)

MISSING

Distinct	972
Distinct (%)	14.8%
Missing	13436
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.581375686

Minimum	0.01
Maximum	349.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.02
median	0.06
Q3	0.56
95-th percentile	21.1825
Maximum	349.05
Range	349.04
Interquartile range (IQR)	0.54

Descriptive statistics

Standard deviation	14.32076588
Coefficient of variation (CV)	3.998677362
Kurtosis	117.394797
Mean	3.581375686
Median Absolute Deviation (MAD)	0.05
Skewness	8.817558162
Sum	23508.15
Variance	205.0843353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1342	6.7%
0.03	894	4.5%
0.04	334	1.7%
0.02	332	1.7%
0.05	215	1.1%
0.06	188	0.9%
0.07	160	0.8%
0.08	126	0.6%
0.09	111	0.6%
0.1	92	0.5%
Other values (962)	2770	13.9%
(Missing)	13436	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1342	6.7%
0.02	332	1.7%
0.03	894	4.5%
0.04	334	1.7%
0.05	215	1.1%
0.06	188	0.9%
0.07	160	0.8%
0.08	126	0.6%
0.09	111	0.6%
0.1	92	0.5%

Value	Count	Frequency (%)
349.05	1	< 0.1%
219.62	1	< 0.1%
200	5	< 0.1%
180.08	1	< 0.1%
167	1	< 0.1%
164.53	1	< 0.1%
155.65	1	< 0.1%
153.34	1	< 0.1%
151.83	1	< 0.1%
149.34	1	< 0.1%

Hct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	436
Distinct (%)	2.4%
Missing	1953
Missing (%)	9.8%
Infinite	0
Infinite (%)	0.0%
Mean	31.26301213

Minimum	9.1
Maximum	65
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	9.1
5-th percentile	20.4
Q1	26.2
median	31.3
Q3	36.2
95-th percentile	42.2
Maximum	65
Range	55.9
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.804708332
Coefficient of variation (CV)	0.2176600355
Kurtosis	-0.3645388506
Mean	31.26301213
Median Absolute Deviation (MAD)	5
Skewness	0.08356011901
Sum	564203.58
Variance	46.30405548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33	113	0.6%
34	111	0.6%
32.4	110	0.5%
32.9	109	0.5%
37.3	105	0.5%
27	104	0.5%
34.3	104	0.5%
30.1	103	0.5%
29	103	0.5%
24	103	0.5%
Other values (426)	16982	84.9%
(Missing)	1953	9.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.1	1	< 0.1%
9.3	1	< 0.1%
9.6	1	< 0.1%
10.7	1	< 0.1%
10.8	1	< 0.1%
11.5	1	< 0.1%
11.6	1	< 0.1%
12.4	1	< 0.1%
12.6	2	< 0.1%
12.7	2	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
63.4	1	< 0.1%
63.2	1	< 0.1%
58.8	1	< 0.1%
57.7	1	< 0.1%
56.1	1	< 0.1%
55.6	1	< 0.1%
55.3	1	< 0.1%
55.2	1	< 0.1%
54.9	1	< 0.1%

Hgb
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	216
Distinct (%)	1.2%
Missing	1941
Missing (%)	9.7%
Infinite	0
Infinite (%)	0.0%
Mean	10.23865829

Minimum	2.3
Maximum	26.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	2.3
5-th percentile	6.7
Q1	8.5
median	10.2
Q3	11.9
95-th percentile	14.1
Maximum	26.6
Range	24.3
Interquartile range (IQR)	3.4

Descriptive statistics

Standard deviation	2.330054737
Coefficient of variation (CV)	0.2275742262
Kurtosis	0.09243264671
Mean	10.23865829
Median Absolute Deviation (MAD)	1.7
Skewness	0.2868288395
Sum	184899.93
Variance	5.429155078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.9	298	1.5%
10.5	297	1.5%
9.1	285	1.4%
10.9	284	1.4%
9	283	1.4%
10.7	280	1.4%
10.3	279	1.4%
9.2	278	1.4%
11.3	277	1.4%
9.4	275	1.4%
Other values (206)	15223	76.1%
(Missing)	1941	9.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.3	1	< 0.1%
2.6	1	< 0.1%
2.8	1	< 0.1%
2.9	1	< 0.1%
3	1	< 0.1%
3.6	2	< 0.1%
3.7	2	< 0.1%
3.8	3	< 0.1%
3.9	1	< 0.1%
4	3	< 0.1%

Value	Count	Frequency (%)
26.6	1	< 0.1%
24.8	2	< 0.1%
23.8	1	< 0.1%
23.4	1	< 0.1%
21.6	1	< 0.1%
21.2	1	< 0.1%
21	1	< 0.1%
20.6	1	< 0.1%
20.3	1	< 0.1%
19.6	1	< 0.1%

PTT
Real number (ℝ_≥0)

MISSING

Distinct	566
Distinct (%)	12.9%
Missing	15602
Missing (%)	78.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.85675307

Minimum	20
Maximum	250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	20
5-th percentile	23.3
Q1	27.4
median	30.5
Q3	35.3
95-th percentile	62.5
Maximum	250
Range	230
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	22.81357629
Coefficient of variation (CV)	0.6362421116
Kurtosis	43.9425364
Mean	35.85675307
Median Absolute Deviation (MAD)	3.6
Skewness	5.941973984
Sum	157698
Variance	520.459263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.3	46	0.2%
28	45	0.2%
29.6	45	0.2%
30.7	45	0.2%
30	44	0.2%
30.8	43	0.2%
30.4	43	0.2%
27.4	40	0.2%
31.3	40	0.2%
31.7	39	0.2%
Other values (556)	3968	19.8%
(Missing)	15602	78.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	38	0.2%
20.1	5	< 0.1%
20.3	2	< 0.1%
20.4	3	< 0.1%
20.5	3	< 0.1%
20.6	4	< 0.1%
20.7	1	< 0.1%
20.8	3	< 0.1%
20.9	7	< 0.1%
21	4	< 0.1%

Value	Count	Frequency (%)
250	3	< 0.1%
249.9	4	< 0.1%
249	12	0.1%
237.5	1	< 0.1%
216.5	1	< 0.1%
212.3	1	< 0.1%
204.9	1	< 0.1%
200.8	1	< 0.1%
196.8	1	< 0.1%
195.5	1	< 0.1%

WBC
Real number (ℝ_≥0)

MISSING

Distinct	405
Distinct (%)	2.2%
Missing	2000
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.320386667

Minimum	0.1
Maximum	296.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	3.9
Q1	6.3
median	8.5
Q3	11.2
95-th percentile	16.9
Maximum	296.1
Range	296
Interquartile range (IQR)	4.9

Descriptive statistics

Standard deviation	5.69375804
Coefficient of variation (CV)	0.6108929
Kurtosis	491.5408061
Mean	9.320386667
Median Absolute Deviation (MAD)	2.4
Skewness	13.90233237
Sum	167766.96
Variance	32.41888062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.2	250	1.2%
7	239	1.2%
7.4	238	1.2%
8.6	232	1.2%
7.6	230	1.1%
7.8	229	1.1%
8	224	1.1%
6	222	1.1%
6.4	222	1.1%
8.2	219	1.1%
Other values (395)	15695	78.5%
(Missing)	2000	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	12	0.1%
0.2	4	< 0.1%
0.3	3	< 0.1%
0.4	5	< 0.1%
0.5	2	< 0.1%
0.6	4	< 0.1%
0.7	5	< 0.1%
0.8	2	< 0.1%
0.9	3	< 0.1%
1	5	< 0.1%

Value	Count	Frequency (%)
296.1	1	< 0.1%
152.9	1	< 0.1%
150.6	1	< 0.1%
144.9	1	< 0.1%
142.2	1	< 0.1%
140.4	1	< 0.1%
137.7	1	< 0.1%
119.5	1	< 0.1%
118	1	< 0.1%
104.1	1	< 0.1%

Fibrinogen
Real number (ℝ_≥0)

MISSING

Distinct	518
Distinct (%)	26.6%
Missing	18052
Missing (%)	90.3%
Infinite	0
Infinite (%)	0.0%
Mean	270.0433778

Minimum	35
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	35
5-th percentile	101.35
Q1	176
median	233
Q3	324
95-th percentile	573.15
Maximum	1000
Range	965
Interquartile range (IQR)	148

Descriptive statistics

Standard deviation	146.7863663
Coefficient of variation (CV)	0.54356588
Kurtosis	3.861013099
Mean	270.0433778
Median Absolute Deviation (MAD)	71
Skewness	1.657538313
Sum	526044.5
Variance	21546.23733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217	22	0.1%
200	18	0.1%
230	15	0.1%
213	15	0.1%
240	14	0.1%
151	14	0.1%
219	14	0.1%
202	14	0.1%
214	13	0.1%
208	13	0.1%
Other values (508)	1796	9.0%
(Missing)	18052	90.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	8	< 0.1%
41	1	< 0.1%
42	2	< 0.1%
46	3	< 0.1%
48	2	< 0.1%
50	1	< 0.1%
51	2	< 0.1%
52	4	< 0.1%
53	1	< 0.1%
57	1	< 0.1%

Value	Count	Frequency (%)
1000	6	< 0.1%
954	1	< 0.1%
945	1	< 0.1%
919	1	< 0.1%
912	1	< 0.1%
888	1	< 0.1%
882	1	< 0.1%
878	1	< 0.1%
867	1	< 0.1%
836	1	< 0.1%

Platelets
Real number (ℝ_≥0)

MISSING

Distinct	624
Distinct (%)	3.5%
Missing	1992
Missing (%)	10.0%
Infinite	0
Infinite (%)	0.0%
Mean	190.2616892

Minimum	1
Maximum	2322
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	65
Q1	129
median	180
Q3	238
95-th percentile	348.65
Maximum	2322
Range	2321
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	92.41697197
Coefficient of variation (CV)	0.4857361056
Kurtosis	19.13541482
Mean	190.2616892
Median Absolute Deviation (MAD)	54
Skewness	1.846470537
Sum	3426232.5
Variance	8540.896709
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	109	0.5%
141	109	0.5%
183	107	0.5%
162	105	0.5%
166	105	0.5%
167	102	0.5%
168	101	0.5%
175	101	0.5%
159	101	0.5%
182	98	0.5%
Other values (614)	16970	84.9%
(Missing)	1992	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	7	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	2	< 0.1%
8	3	< 0.1%
9	2	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
2322	1	< 0.1%
920	1	< 0.1%
838	1	< 0.1%
822	1	< 0.1%
811	1	< 0.1%
806	1	< 0.1%
803	1	< 0.1%
792	1	< 0.1%
782	1	< 0.1%
773	1	< 0.1%

Age
Real number (ℝ_≥0)

Distinct	77
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	60.6488

Minimum	14
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	14
5-th percentile	30
Q1	50
median	62
Q3	72
95-th percentile	85
Maximum	100
Range	86
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	16.67181022
Coefficient of variation (CV)	0.2748910155
Kurtosis	-0.1562598942
Mean	60.6488
Median Absolute Deviation (MAD)	11
Skewness	-0.2649819802
Sum	1212976
Variance	277.949256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	572	2.9%
68	539	2.7%
66	512	2.6%
65	510	2.5%
61	498	2.5%
69	495	2.5%
71	481	2.4%
62	477	2.4%
63	470	2.4%
70	467	2.3%
Other values (67)	14979	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	< 0.1%
15	2	< 0.1%
16	5	< 0.1%
17	13	0.1%
18	32	0.2%
19	54	0.3%
20	65	0.3%
21	99	0.5%
22	59	0.3%
23	77	0.4%

Value	Count	Frequency (%)
100	392	2.0%
89	111	0.6%
88	138	0.7%
87	145	0.7%
86	187	0.9%
85	187	0.9%
84	206	1.0%
83	247	1.2%
82	242	1.2%
81	224	1.1%

Gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

1	10732
0	9268

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring characters

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10732	53.7%
0	9268	46.3%

Unit1
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

0.0	6982
1.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	6982	34.9%
1.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	6982	50.2%
1.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20887	75.1%
1	6923	24.9%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20887	50.1%
.	13905	33.3%
1	6923	16.6%

Unit2
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	6095
Missing (%)	30.5%
Memory size	156.4 KiB

1.0	6982
0.0	6923

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	41715
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	6982	34.9%
0.0	6923	34.6%
(Missing)	6095	30.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	6982	50.2%
0.0	6923	49.8%

Most occurring characters

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27810	66.7%
Other Punctuation	13905	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20828	74.9%
1	6982	25.1%

Other Punctuation

Value	Count	Frequency (%)
.	13905	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	41715	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	41715	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20828	49.9%
.	13905	33.3%
1	6982	16.7%

HospAdmTime
Real number (ℝ)

ZEROS

Distinct	7975
Distinct (%)	39.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-55.072586

Minimum	-5366.86
Maximum	0
Zeros	1145
Zeros (%)	5.7%
Negative	18855
Negative (%)	94.3%
Memory size	156.4 KiB

Quantile statistics

Minimum	-5366.86
5-th percentile	-244.829
Q1	-52.3525
median	-8.57
Q3	-3.38
95-th percentile	0
Maximum	0
Range	5366.86
Interquartile range (IQR)	48.9725

Descriptive statistics

Standard deviation	135.5956936
Coefficient of variation (CV)	-2.462126867
Kurtosis	241.4449376
Mean	-55.072586
Median Absolute Deviation (MAD)	8.52
Skewness	-10.8324003
Sum	-1101451.72
Variance	18386.19213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1145	5.7%
-0.02	250	1.2%
-0.03	197	1.0%
-0.01	179	0.9%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.09	76	0.4%
-0.08	59	0.3%
Other values (7965)	17637	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-5366.86	1	< 0.1%
-3397.64	1	< 0.1%
-3342.34	1	< 0.1%
-3189.39	1	< 0.1%
-3112.12	1	< 0.1%
-2929.37	1	< 0.1%
-2842.11	1	< 0.1%
-2667.34	1	< 0.1%
-2384.78	1	< 0.1%
-2382.34	1	< 0.1%

Value	Count	Frequency (%)
0	1145	5.7%
-0.01	179	0.9%
-0.02	250	1.2%
-0.03	197	1.0%
-0.04	136	0.7%
-0.05	122	0.6%
-0.06	105	0.5%
-0.07	94	0.5%
-0.08	59	0.3%
-0.09	76	0.4%

ICULOS
Real number (ℝ_≥0)

Distinct	17
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.13345

Minimum	1
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	26
Range	25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6983304954
Coefficient of variation (CV)	0.6161105434
Kurtosis	213.6472826
Mean	1.13345
Median Absolute Deviation (MAD)	0
Skewness	10.72522731
Sum	22669
Variance	0.4876654808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	18704	93.5%
2	741	3.7%
3	219	1.1%
4	146	0.7%
5	77	0.4%
6	54	0.3%
7	25	0.1%
8	14	0.1%
9	7	< 0.1%
13	3	< 0.1%
Other values (7)	10	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18704	93.5%
2	741	3.7%
3	219	1.1%
4	146	0.7%
5	77	0.4%
6	54	0.3%
7	25	0.1%
8	14	0.1%
9	7	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
25	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	3	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10	3	< 0.1%
9	7	< 0.1%
8	14	0.1%

SepsisLabel
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	19777
1	223

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring characters

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	19777	98.9%
1	223	1.1%

Sepsis
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.4 KiB

0	18858
1	1142

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	20000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	18858	94.3%
1	1142	5.7%

Hours
Real number (ℝ_≥0)

Distinct	230
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.09975

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	156.4 KiB

Quantile statistics

Minimum	8
5-th percentile	14
Q1	23
median	38
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.27525267
Coefficient of variation (CV)	0.6109030287
Kurtosis	44.03440685
Mean	38.09975
Median Absolute Deviation (MAD)	12
Skewness	4.965291886
Sum	761995
Variance	541.7373868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	697	3.5%
38	667	3.3%
36	664	3.3%
40	651	3.3%
41	639	3.2%
43	610	3.0%
42	596	3.0%
37	591	3.0%
21	564	2.8%
44	563	2.8%
Other values (220)	13758	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	204	1.0%
9	114	0.6%
10	126	0.6%
11	120	0.6%
12	164	0.8%
13	205	1.0%
14	218	1.1%
15	305	1.5%
16	327	1.6%
17	373	1.9%

Value	Count	Frequency (%)
336	5	< 0.1%
335	2	< 0.1%
334	1	< 0.1%
333	1	< 0.1%
327	1	< 0.1%
326	1	< 0.1%
320	1	< 0.1%
318	1	< 0.1%
312	2	< 0.1%
310	2	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Hours
0	100001	91.0	92.0	36.5	104.0	75.0	55.0	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	30.0	NaN	7.80	NaN	1.50	NaN	112.0	NaN	2.0	NaN	3.70	NaN	NaN	35.3	11.3	NaN	10.8	NaN	170.0	73	1	1.0	0.0	-214.64	1	24
1	100002	56.0	94.0	35.2	86.0	56.0	41.0	16.0	35.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	17.0	NaN	8.20	NaN	0.84	NaN	68.0	NaN	2.2	1.8	3.80	NaN	3.70	31.4	11.1	NaN	13.2	NaN	85.0	83	1	0.0	1.0	-123.17	1	25
2	100003	94.0	86.0	36.4	96.0	73.0	56.0	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5012.0	19.0	327.0	7.70	NaN	1.18	3.3	71.0	NaN	1.8	4.2	4.70	4.2	0.35	32.3	10.8	NaN	12.6	NaN	258.0	48	1	NaN	NaN	-2.83	1	43
3	100004	64.0	96.0	36.7	101.0	64.0	52.0	10.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	67	1	1.0	0.0	-1.93	1	59
4	100005	54.0	76.5	36.0	88.0	58.0	37.0	18.0	NaN	NaN	NaN	0.4	7.52	23.5	92.5	40.0	44.0	231.0	1.09	NaN	1.17	NaN	89.0	2.71	1.8	4.5	3.74	0.6	0.02	20.3	6.6	24.1	10.6	NaN	341.0	50	1	1.0	0.0	-3.27	1	52
5	100006	56.0	93.0	36.0	122.0	75.0	54.0	13.0	NaN	NaN	22.6	NaN	NaN	37.0	98.5	38.0	13.0	51.0	7.80	NaN	0.64	NaN	165.0	NaN	1.8	5.1	3.80	1.1	NaN	43.3	14.6	24.2	7.7	NaN	137.0	50	1	NaN	NaN	0.00	6	47
6	100007	76.0	94.0	36.8	115.0	84.0	62.0	10.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.0	14.0	112.0	8.40	NaN	0.40	0.1	125.0	NaN	1.7	4.0	3.80	0.5	NaN	25.0	7.9	26.6	7.0	NaN	403.0	42	1	NaN	NaN	-1145.97	1	37
7	100008	71.0	59.0	35.8	91.0	63.5	40.0	13.0	21.0	NaN	NaN	0.4	7.19	30.0	NaN	NaN	38.0	NaN	1.13	104.0	2.17	NaN	82.0	1.31	2.4	3.2	5.10	NaN	NaN	21.2	7.0	NaN	7.6	NaN	93.0	65	1	0.0	1.0	-211.64	1	50
8	100009	56.0	94.0	36.1	103.0	54.0	49.0	14.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	12.0	NaN	9.30	NaN	0.71	NaN	103.0	NaN	1.9	NaN	3.90	NaN	NaN	36.2	11.8	NaN	5.7	NaN	201.0	82	0	NaN	NaN	-128.39	1	30
9	100010	84.0	94.0	36.8	123.0	81.0	67.0	8.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	34.0	NaN	9.00	NaN	1.77	NaN	115.0	NaN	2.2	4.1	4.10	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	32	0	1.0	0.0	-8.13	1	16

Last rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	EtCO2	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Bilirubin_direct	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	TroponinI	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	Hours
19990	119991	62.0	92.0	35.1	111.0	72.0	44.0	10.0	31.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	14.0	NaN	7.50	NaN	0.79	NaN	90.0	NaN	1.6	NaN	4.1	NaN	NaN	26.3	8.4	NaN	6.4	NaN	96.0	81	0	0.0	1.0	-66.13	1	25
19991	119992	84.0	86.5	35.9	116.0	75.0	56.0	15.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	37.0	NaN	9.20	NaN	9.93	NaN	97.0	NaN	1.8	6.6	4.5	NaN	0.41	30.2	9.5	NaN	2.8	NaN	198.0	45	1	1.0	0.0	-4.55	1	41
19992	119993	78.0	92.0	36.0	121.0	81.0	56.0	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.0	NaN	8.30	NaN	1.01	NaN	132.0	NaN	2.0	2.6	4.1	NaN	0.01	42.0	14.9	NaN	12.3	NaN	175.0	65	1	NaN	NaN	-3.53	1	21
19993	119994	68.0	93.0	35.4	95.0	68.0	48.0	12.0	26.0	NaN	NaN	0.4	7.25	28.0	97.2	NaN	11.0	NaN	1.02	NaN	1.03	NaN	104.0	2.25	1.9	3.6	3.6	NaN	NaN	30.3	10.2	NaN	7.2	NaN	62.0	71	1	0.0	1.0	-29.57	1	42
19994	119995	54.0	92.0	35.4	128.0	88.0	66.0	13.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	NaN	8.80	NaN	0.81	NaN	86.0	NaN	2.0	3.0	3.5	NaN	NaN	39.2	13.1	NaN	7.0	289.0	154.0	76	1	0.0	1.0	-14.90	1	42
19995	119996	69.0	95.0	35.7	81.0	60.0	43.0	16.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	849.0	4.0	259.0	8.70	NaN	0.41	NaN	135.0	NaN	1.6	NaN	3.3	3.3	0.01	42.7	13.8	NaN	12.6	NaN	238.0	84	0	NaN	NaN	-6.69	1	48
19996	119997	44.0	89.0	36.3	97.0	63.0	47.0	14.0	45.0	NaN	NaN	NaN	NaN	NaN	NaN	24.0	5.0	116.0	9.80	NaN	0.69	0.1	101.5	NaN	3.1	3.1	3.1	0.7	1.09	44.0	15.0	38.2	10.0	NaN	177.0	30	1	NaN	NaN	-0.02	1	25
19997	119998	57.0	88.0	36.0	119.0	79.0	55.0	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	9.0	49.0	68.0	7.80	NaN	6.60	NaN	83.0	NaN	1.9	4.1	4.2	0.2	NaN	26.1	8.0	NaN	10.7	NaN	179.0	60	0	1.0	0.0	-53.64	1	49
19998	119999	87.0	83.0	37.2	128.0	90.0	66.0	17.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	33.0	28.0	49.0	8.40	NaN	0.98	NaN	108.0	NaN	NaN	NaN	3.4	0.9	NaN	19.1	6.5	NaN	10.0	NaN	255.0	84	0	1.0	0.0	-10.74	1	20
19999	120000	72.0	96.0	36.4	110.0	78.0	58.0	15.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	18.0	9.0	75.0	8.90	NaN	0.53	0.1	123.0	NaN	2.2	4.0	3.3	0.9	NaN	37.1	11.6	29.1	5.4	NaN	216.0	62	0	NaN	NaN	0.00	1	35

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Missing values

Sample

First rows

Last rows